One vertex per element, one color per generator, with an edge from x to x·s.
(17,18)(19,27)(20,31)(21,34)(22,26)(23,29)(24,33)(25,35)(28,41)(30,39)(32,45)(36,44)(37,42)(38,46)(40,43)(47,48) involution — undirected(1,2,4,8,5,7,13,15)(3,9,10,14,11,16,12,6)(17,19)(18,23,26,36)(20,28)(21,29)(22,30)(24,37,38,41)(25,27,34,39)(31,40,45,47)(32,42)(33,43)(35,44)(46,48)(1,3,5,11)(2,6,7,14)(4,12,13,10)(8,16,15,9)(20,32)(23,36)(24,38)(27,39)(28,42)(31,45)(33,46)(43,48)(2,7)(6,14)(8,15)(9,16)(17,20,21,33,22,32,35,46)(18,24,25,31,26,38,34,45)(19,28,29,43,30,42,44,48)(23,37,27,40,36,41,39,47)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.